WO2020014953A1 - Image processing method and device - Google Patents

Image processing method and device Download PDF

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Publication number
WO2020014953A1
WO2020014953A1 PCT/CN2018/096410 CN2018096410W WO2020014953A1 WO 2020014953 A1 WO2020014953 A1 WO 2020014953A1 CN 2018096410 W CN2018096410 W CN 2018096410W WO 2020014953 A1 WO2020014953 A1 WO 2020014953A1
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WO
WIPO (PCT)
Prior art keywords
drone
shooting
subject
photographing
image data
Prior art date
Application number
PCT/CN2018/096410
Other languages
French (fr)
Chinese (zh)
Inventor
李阳
Original Assignee
深圳市大疆创新科技有限公司
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by 深圳市大疆创新科技有限公司 filed Critical 深圳市大疆创新科技有限公司
Priority to PCT/CN2018/096410 priority Critical patent/WO2020014953A1/en
Priority to CN201880037065.XA priority patent/CN110720209B/en
Publication of WO2020014953A1 publication Critical patent/WO2020014953A1/en

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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/60Control of cameras or camera modules
    • H04N23/66Remote control of cameras or camera parts, e.g. by remote control devices
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05DSYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D1/00Control of position, course or altitude of land, water, air, or space vehicles, e.g. automatic pilot
    • G05D1/08Control of attitude, i.e. control of roll, pitch, or yaw
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05DSYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D1/00Control of position, course or altitude of land, water, air, or space vehicles, e.g. automatic pilot
    • G05D1/08Control of attitude, i.e. control of roll, pitch, or yaw
    • G05D1/0808Control of attitude, i.e. control of roll, pitch, or yaw specially adapted for aircraft
    • G05D1/0816Control of attitude, i.e. control of roll, pitch, or yaw specially adapted for aircraft to ensure stability
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00Cameras or camera modules comprising electronic image sensors; Control thereof
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/60Control of cameras or camera modules
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/60Control of cameras or camera modules
    • H04N23/695Control of camera direction for changing a field of view, e.g. pan, tilt or based on tracking of objects
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/95Computational photography systems, e.g. light-field imaging systems
    • H04N23/951Computational photography systems, e.g. light-field imaging systems by using two or more images to influence resolution, frame rate or aspect ratio

Definitions

  • the present invention relates to the field of image processing technology, and in particular, to an image processing method and device.
  • Stop motion animation is to shoot an object frame by frame and then project the captured images continuously to produce an animation effect.
  • freeze-frame animation is shot by a handheld device, and the shooting angle is limited by the position of the photographer, which results in insufficient freedom of the picture.
  • Embodiments of the present invention provide an image processing method and device, which can obtain a stop motion animation with a more stable picture.
  • an embodiment of the present invention provides an image processing method, which is applied to a drone system including a photographing device, and the method includes:
  • control rule is used to control the drone to maintain the position relationship with the photographic subject
  • an embodiment of the present invention provides an image processing device, which is applied to a drone system including a photographing device, and the image processing device includes a memory, a controller, and a photographing device;
  • the memory is used to store program instructions
  • the controller is configured to execute a program instruction stored in the memory.
  • the controller is configured to perform the following steps:
  • a plurality of image data are obtained by photographing the photographed subject through the photographing device, and the plurality of image data is used to generate a stop motion animation at a preset frame rate.
  • an embodiment of the present invention provides a drone, including a body and a shooting device of the drone;
  • the photographing device is mounted on the body of the drone, or is provided on a gimbal, and is mounted on the body of the drone through the gimbal;
  • the drone further includes a controller and a memory, and the controller is configured to call code stored in the memory to execute the image processing method according to the first aspect.
  • an embodiment of the present invention provides a computer-readable storage medium, where the computer storage medium stores a computer program, the computer program includes program instructions, and the program instructions, when executed by a controller, cause the control
  • the processor executes the image processing method according to the first aspect.
  • an embodiment of the present invention provides a computer program product.
  • the computer program product includes a non-transitory computer-readable storage medium storing a computer program, and the computer program is operable to make a computer implement the first aspect The image processing method.
  • the drone can be controlled to maintain the positional relationship with the subject based on control rules, and the subject is photographed by a photographing device to obtain multiple pictures or multiple Video to generate stop motion animation, which makes the subject more stable in the picture, and enriches the shooting perspective of stop motion animation.
  • FIG. 1 is a schematic structural diagram of an unmanned aerial vehicle system according to an embodiment of the present invention
  • FIG. 2 is a schematic structural diagram of another drone system according to an embodiment of the present invention.
  • FIG. 3 is a schematic flowchart of an image processing method according to an embodiment of the present invention.
  • FIG. 4 is a schematic structural diagram of an image processing device according to an embodiment of the present invention.
  • FIG. 5 is a schematic structural diagram of a drone provided by an embodiment of the present invention.
  • the image processing method provided by the embodiment of the present invention is applied to a drone system including a shooting device.
  • the drone system may include a drone, a control device, a display device, and a shooting device.
  • the control device and the display device may be integrated.
  • the shooting device can be directly mounted on the body or main body of the drone, or it can be mounted on the drone through the gimbal.
  • control device may be a control terminal of a drone, and specifically may be a remote controller, a smart phone, a tablet computer, a laptop computer, a ground station, a wearable device (watch, bracelet) One or more.
  • the display device is used to display a picture or video taken by the drone, and to display the stop motion animation generated.
  • the control device and the display device may be located in the same casing, that is, integrated into the same device, or may be physically separated devices, that is, belong to different devices.
  • the drone may be a rotary wing drone, such as a quad-rotor drone, a six-rotor drone, an eight-rotor drone, or a fixed-wing drone.
  • the UAV includes a power system, which is used to provide flying power for the UAV.
  • the power system includes one or more of a propeller, a motor, and an ESC. It can be understood that the drone may also be an unmanned vehicle or an unmanned ship.
  • the photographing device may be directly mounted on the body or main body of the drone, or may be mounted on the body or main body of the drone through the gimbal.
  • the shooting device is used for shooting image data during the flight of the drone.
  • the shooting device includes, but is not limited to, a multi-spectral imager, a hyper-spectral imager, a visible light camera, and an infrared camera.
  • the gimbal motor compensates the shooting angle of the shooting device by adjusting the rotation angle of the rotating shaft, and prevents or reduces the shake of the shooting device by setting an appropriate buffer mechanism.
  • the image data includes pictures or videos.
  • FIG. 1 is a schematic structural diagram of a drone system according to an embodiment of the present invention.
  • the drone 12 can execute the image processing method according to the embodiment of the present invention.
  • the drone 12 is provided with a photographing device 121.
  • the photographing device 121 is arranged on the gimbal 122, and the gimbal 122 is mounted on the main body of the drone 12.
  • the power system of the drone 12 uses the propeller 123 as an example, and the control device 11 can operate the drone 12 flight.
  • FIG. 2 is a schematic structural diagram of another drone system provided by an embodiment of the present invention.
  • the drone 22 may also execute the image processing method according to the embodiment of the present invention.
  • the drone 22 is also provided with a photographing device 221, wherein the photographing device 221 provided by the drone 22 is directly mounted on the main body of the drone 22.
  • the power system of the drone 22 uses the propeller 222 as an example.
  • the control device 11 takes an integrated display device as an example, and can display a plurality of pictures or videos taken, and can also display a generated image at a preset frame rate. Stop motion animation.
  • the difference between the drone system shown in FIG. 1 and FIG. 2 is that the shooting device shown in FIG. 1 is set on the gimbal, and is mounted on the body of the drone through the gimbal, so based on the control rules When controlling the drone flight to maintain the positional relationship between the drone and the subject, it can also be achieved by adjusting the attitude of the gimbal.
  • the photographing device shown in FIG. 2 is directly mounted on the body of the drone, so when maintaining the positional relationship between the drone and the subject, in addition to controlling the flying attitude of the drone, you can also adjust the shooting parameters by Focus or attitude of the drone to maintain the positional relationship between the drone and the subject.
  • the drone 12 in FIG. 1 or the drone 22 in FIG. 2 can obtain the positional relationship between the shooting object and the drone, and control the drone to fly based on the control rule to maintain Positional relationship with the photographic subject, and photographing the photographic subject through the photographing device to obtain a plurality of image data, so that a stop motion animation can be generated at a preset frame rate based on the plurality of image data.
  • the drone may send the plurality of image data to a control device, such as the control device 11 in FIG. 1 or the control device 21 in FIG. 2, and generate a stop motion animation at a preset frame rate based on the plurality of image data.
  • a control device such as the control device 11 in FIG. 1 or the control device 21 in FIG. 2
  • the control device 11 in FIG. 1 or the control device 21 in FIG. 2 may be configured with an image processing device and / or a display device.
  • control rule may be a control rule set by a user through a control device, such as a remote control device; and may also be a control rule output by a drone based on the detection of the surrounding environment by a sensor.
  • a control device such as a remote control device
  • This embodiment of the present invention does not do limited.
  • the drone is controlled to maintain the positional relationship between the drone and the subject, thereby making the subject more stable in the shooting picture.
  • a drone has a vision sensor, which can observe the surrounding environment in depth and obtain depth information to determine the positional relationship between the subject and the drone. Therefore, when the position of the subject changes , The drone can compensate its positional relationship with the subject, for example, make corresponding compensation from the height and / or horizontal distance, so as to maintain the positional relationship with the subject, so that the The position of the subject remains relatively stable, making the shooting effect of the stop motion animation more stable and smooth.
  • the positional relationship between the subject and the drone can also be maintained in other ways, for example, the control device maintains the relationship between the subject and the drone by adjusting the flying attitude of the drone. Positional relationship, or adjust the attitude of the PTZ to maintain the positional relationship between the subject and the drone.
  • the position of the object photographed by the photographing device in the frame can be kept stable by adjusting the photographing parameters. For example, focus is adjusted to keep the size and position of the subject in the frame the same.
  • the drone can also use vision technology to maintain the same size and position of the subject in the picture so as to maintain the positional relationship between the subject and the drone.
  • Manual control equipment is needed to maintain the positional relationship between the subject and the drone.
  • the embodiment of the present invention adopts a drone system to shoot a stop motion animation, which can ensure the stability of the subject in the shooting frame compared with the conventional method of shooting a stop motion animation by using a handheld device; meanwhile, the embodiment of the present invention Compared with the limitation of the shooting position of the handheld device due to the position of the photographer, various shooting angles can also be adopted, which enriches the shooting angle, such as a bird's-eye view, to take pictures or videos required for stop motion animation.
  • the image processing method may be executed under a combination of multiple modes. For example, smart mode, non-smart mode, sports mode, fixed mode, manual shooting mode, and automatic shooting mode.
  • the intelligent mode means that the drone or the gimbal on the drone can follow the subject. That is, when the position of the subject changes, the drone automatically controls the drone or the attitude of the drone also changes, so as to maintain the same positional relationship with the subject. For example, when the subject moves to the left of the shooting screen, the drone itself controls the drone or the drone controls the attitude change of the gimbal, so that the subject is still in the middle of the shooting screen.
  • Non-intelligent mode means that the drone or the gimbal on the drone will not follow the subject.
  • the user needs to manually operate the control device to remotely control the drone or PTZ attitude. For example, when the subject moves to the left of the shooting screen, the user needs to operate an interactive device such as a joystick on the control device to adjust the attitude of the drone or the PTZ so that the subject is still in the middle of the shooting screen.
  • the motion mode refers to the drone in the flight process, the drone takes a picture or video required for stop motion animation through the shooting device.
  • the drone takes a picture or video required for stop motion animation through the shooting device.
  • Fixed mode means that when the drone is in the hovering state, the drone or the control device takes the picture or video required for the stop motion animation through the shooting device. In this way, the drone can be controlled by adjusting the shooting parameters or the attitude of the gimbal Maintain the positional relationship with the subject.
  • the manual shooting mode means that when shooting a subject with shooting parameters, the user needs to shoot manually; while in the automatic shooting mode, the drone can automatically shoot at preset time intervals through the shooting device.
  • the user can send an automatic shooting instruction to the drone through the control device, so that the drone can take multiple pictures or multiple short videos at preset time intervals through the shooting device in the automatic shooting mode.
  • the image processing method may be executed under a combination of multiple modes.
  • the intelligent mode may be combined with the motion mode or the fixed mode, respectively, and the image processing method according to the embodiment of the present invention is executed in the intelligent motion mode or the intelligent fixed mode.
  • the non-intelligent mode may be combined with the motion mode or the fixed mode, respectively, and the image processing method according to the embodiment of the present invention is executed in the non-intelligent motion mode or the non-intelligent fixed mode.
  • the manual shooting mode may be combined with a sports mode or a fixed mode, respectively, and the image processing method according to the embodiment of the present invention is performed in the sports mode or the fixed mode.
  • the automatic shooting mode may be combined with the sports mode or the fixed mode, respectively, and the image processing method according to the embodiment of the present invention is executed in the sports mode or the fixed mode.
  • FIG. 3 is a schematic flowchart of an image processing method according to an embodiment of the present invention.
  • the image processing method shown in FIG. 3 may be applied to a drone.
  • the image processing method may include the following steps:
  • obtaining the positional relationship between the shooting object and the drone includes: obtaining a shooting picture selected by a user, and obtaining depth information of the shooting object relative to the shooting device or the drone based on a visual sensor; based on The depth information acquires a positional relationship between the drone and a subject in the shooting frame.
  • the shooting picture selected by the user may specifically be a shooting picture when the user controls the first picture taken by the shooting device through the control device.
  • control rule is specifically configured to control the drone to maintain the positional relationship with the photographed object while the drone is in flight. In this way, when the subject moves, the flight trajectory or attitude of the drone can be adjusted to maintain the positional relationship with the subject.
  • control rule is specifically configured to control the drone to maintain the position relationship with the photographed object when the drone is in a hovering state.
  • the control rule is specifically configured to control the drone to maintain the position relationship with the photographed object when the drone is in a hovering state.
  • controlling the drone's flight based on control rules includes: receiving a follow mode instruction; and when the follow mode instruction is a follow mode, adjusting the attitude of the drone, the At least one of a posture of the photographing device and a posture of the pan / tilt where the photographing device is located to follow the photographed object.
  • the following mode may also be referred to as the intelligent following mode described above.
  • controlling the drone's flight based on control rules includes: receiving a follow mode instruction; when the follow mode instruction is a non-follow mode, the drone needs to receive a user input through a control device To adjust the flying attitude of the drone or the attitude of the gimbal to follow the subject.
  • the non-following mode may also be referred to as the non-intelligent following mode described above.
  • the above-mentioned four embodiments may be combined with each other, and the position relationship between the drone and the photographic subject is maintained in the following mode or the non-following mode when the drone is in flight; In hover state, maintain the positional relationship between the drone and the subject in follow mode or non-follow mode.
  • the embodiment of the present invention is not limited.
  • shooting the subject through a shooting device to obtain multiple pictures or videos includes: receiving a shooting instruction input by a user; responding to the shooting instruction, using the shooting device Shooting the subject to obtain multiple pictures or multiple videos. Among them, each picture corresponds to a shooting instruction.
  • shooting the subject to obtain multiple pictures includes: shooting the subject through the shooting device at a preset time interval to obtain multiple pictures.
  • the drone or the shooting device can perform automatic shooting at preset time intervals when receiving an automatic shooting instruction.
  • the image processing method may further include: acquiring a shooting parameter set by the shooting device.
  • the shooting object may be shot by the shooting device with the shooting parameter to obtain multiple pictures or multiple videos.
  • the set shooting parameters may be: the shooting parameters set by the user each time a shooting instruction is entered in the manual shooting mode; or the shooting parameters set by the user in advance in the automatic shooting mode; or, according to the user's selection
  • the shooting parameters determined by the shooting screen may be correspondingly stored in a database.
  • obtaining the positional relationship between the photographic subject and the drone includes: obtaining the positional relationship between the photographic subject and the drone from a database and shooting parameters.
  • This embodiment can realize the shooting connection of multiple flights. For example, after a user obtains multiple pictures of a subject according to the position relationship and shooting parameters in scene A, the user may obtain multiple pictures of the subject according to the position relationship and shooting parameters in scene B.
  • the expressiveness of the generated stop motion animation is richer.
  • shooting parameters may be adjusted by a preset range; and the shooting object is shot based on the adjusted shooting parameters.
  • the shooting parameter may be at least one of a filter, a color style, a special effect, a focal length, a shutter, an aperture, and a sensitivity value ISO. In this way, the captured multiple pictures or videos can have certain changes, making the final stop motion animation more exciting.
  • the multiple pictures or videos are used to generate a stop motion animation at a preset frame rate.
  • the preset frame rate may be set by a user through a control device or a display device, or may be sent to a control device or a drone by using other controls or instructions.
  • the control device or the drone may send the multiple frames
  • a picture or multiple videos generates a stop motion animation at a preset frame rate, where the control device can receive multiple pictures or multiple videos taken by the drone.
  • the embodiment of the present invention can control the drone to maintain the positional relationship with the photographic subject, and photograph the photographic subject through a photographing device to obtain multiple pictures or multiple videos, so that the photographing The subject is more stable in the frame and enriches the shooting angle of the stop motion animation.
  • FIG. 4 is a schematic structural diagram of an image processing device according to an embodiment of the present invention.
  • the image processing device may be set in a drone. As shown in FIG. 4, the image processing device may include:
  • An acquisition module 301 configured to acquire a positional relationship between a shooting object and a drone
  • a control module 302 is configured to control the drone flying based on a control rule, where the control rule is used to control the drone to maintain the position relationship with the photographic subject, and The subject is photographed to obtain multiple pictures or multiple videos.
  • the image processing device may further include a generating module configured to generate a stop motion animation at a preset frame rate based on the multiple pictures or multiple videos.
  • the image processing device may further include a communication module, which is configured to send the multiple pictures or videos to the control device, and the control device generates a freeze frame at a preset frame rate. Animation.
  • the obtaining module 301 obtains the positional relationship between the photographic subject and the drone, which is specifically:
  • control rule is specifically configured to control the drone to maintain the positional relationship with the photographed object while the drone is in flight;
  • control module 302 photographs the photographed object through a photographing device to obtain multiple pictures or multiple videos, specifically:
  • control module 302 photographs the photographed object through a photographing device to obtain multiple pictures or multiple videos, specifically:
  • the photographing subject is photographed by the photographing device to obtain multiple pictures or multiple videos.
  • control module 302 controls the drone flight based on a control rule, specifically:
  • the following mode instruction is a following mode
  • the obtaining module 301 obtains the positional relationship between the photographic subject and the drone, which is specifically:
  • the positional relationship and shooting parameters between the photographic object and the drone are obtained from a database, and the positional relationship and the shooting parameters required for shooting a stop motion animation are stored in the database in advance.
  • control module 302 shoots the photographic object to obtain multiple pictures or multiple videos, including:
  • control module 302 photographs the photographed object through a photographing device to obtain multiple pictures or multiple videos, including:
  • shooting the subject Based on the adjusted shooting parameters, shooting the subject to obtain multiple pictures or multiple videos.
  • FIG. 5 is a schematic structural diagram of a drone provided by an embodiment of the present invention.
  • the drone shown in FIG. 5 may also include each module shown in FIG. 4 to perform operations of each module shown in FIG. 4.
  • the drone may include at least one controller 401, such as a CPU; at least one memory 402, and a communication device 403.
  • the drone also includes at least one photographing device 404.
  • the photographing device 404 can be directly mounted on the body or the main body of the drone, or can be installed on the gimbal, and mounted on the drone through the gimbal.
  • the controller 401, the memory 402, the communication device 403, and the imaging device 404 are connected via a bus 405.
  • the memory 402 is configured to store program instructions
  • the controller 401 is configured to execute a program instruction stored in the memory 402. When the program instruction is executed, the controller 401 is configured to perform the following steps:
  • the multiple pictures or videos are used to generate a stop motion animation at a preset frame rate.
  • the controller 401 may generate a stop motion animation at a preset frame rate based on the multiple pictures or videos.
  • the controller 401 may send the multiple pictures or videos to the display device or a remote control device integrated with the display device through the communication device 403, and the display device or the remote control device may The multiple pictures or videos generate a stop motion animation at a preset frame rate.
  • the controller 401 calls a program instruction stored in the memory 402 to obtain a positional relationship between the photographic object and the drone, which is specifically:
  • control rule is specifically configured to:
  • the controller 401 invokes a program instruction stored in the memory 402, and uses the photographing device to photograph the photographed object according to the photographing parameters to obtain multiple pictures, specifically:
  • the controller 401 calls a program instruction stored in the memory 402 to shoot the photographed object to obtain multiple pictures or multiple videos, specifically:
  • the photographing subject is photographed by the photographing device to obtain multiple pictures or multiple videos.
  • the controller 401 calls program instructions stored in the memory 402 to control the drone flying based on a control rule, specifically:
  • the following mode instruction is a following mode
  • the controller 401 calls a program instruction stored in the memory 402 to obtain a positional relationship between the photographic object and the drone, which is specifically:
  • the positional relationship and shooting parameters between the photographic object and the drone are obtained from a database, and the positional relationship and the shooting parameters required for shooting a stop motion animation are stored in the database in advance.
  • the controller calls a program instruction stored in the memory 402 to shoot the subject to obtain multiple pictures or videos. Specifically, the controller shoots the subject according to the shooting parameters to obtain multiple pictures. Pictures or multiple videos.
  • the controller 401 calls a program instruction stored in the memory 402 to shoot the photographed object to obtain multiple pictures or multiple videos, specifically:
  • shooting the subject Based on the adjusted shooting parameters, shooting the subject to obtain multiple pictures or multiple videos.
  • controller 401 for specific implementation of the controller 401 in this embodiment of the present invention, reference may be made to the description of related content in the foregoing embodiments, and details are not described herein.
  • An embodiment of the present invention further provides a drone system.
  • the drone system includes a control device, a photographing device, and a drone.
  • the photographing device can be set on a gimbal and then mounted on the drone through the gimbal. Or the camera can be mounted directly on the drone.
  • the drone is used to obtain the positional relationship between the subject and the drone, and controls the drone to fly based on a control rule, and the control rule is used to control the drone to maintain a relationship with the subject.
  • the stop motion animation may be generated by a drone, or the drone may send the multiple pictures or videos to a control device, and the control device generates a stop motion animation with a preset frame rate.
  • the drone is used to obtain the positional relationship between the shooting object and the drone, which is specifically:
  • control rule is specifically configured to:
  • the drone controls the drone to maintain the position relationship with the photographic subject
  • the drone controls the drone to maintain the positional relationship with the photographic subject.
  • the drone is configured to capture the photographic object through a photographing device to obtain multiple pictures or multiple videos, specifically:
  • the drone receives the shooting instruction input by the user
  • the drone shoots the subject through the shooting device to obtain multiple pictures or multiple videos.
  • the drone is configured to capture the photographic object through a photographing device to obtain multiple pictures or multiple videos, specifically:
  • the drone shoots the subject through the shooting device to obtain multiple pictures or multiple videos.
  • the drone is used to control the drone's flight based on the control rules, specifically:
  • the following mode instruction is a following mode
  • the drone is used to control the drone's flight based on the control rules. Specifically, if the following mode command received is a non-following mode, the drone cannot intelligently adjust the drone. At least one of the posture of the camera, the posture of the photographing device, and the posture of the gimbal where the photographing device is located to follow the photographic subject. Instead, the control device adjusts at least one of the posture of the drone, the posture of the photographing device, and the posture of the pan / tilt where the photographing device is located by the user's operation to follow the photographic subject.
  • the drone is used to obtain the positional relationship between the shooting object and the drone, which is specifically:
  • the positional relationship and shooting parameters between the photographic object and the drone are obtained from a database, and the positional relationship and the shooting parameters required for shooting a stop motion animation are stored in the database in advance.
  • the drone photographs the subject through the shooting device to obtain multiple pictures or videos, including:
  • the drone is configured to capture the photographic object through a photographing device to obtain multiple pictures or multiple videos, specifically:
  • shooting the subject Based on the adjusted shooting parameters, shooting the subject to obtain multiple pictures or multiple videos.
  • a computer-readable storage medium is also provided in the embodiment of the present invention.
  • the computer-readable storage medium stores a computer program, and the computer program is executed by a controller to implement the description in the embodiment corresponding to FIG. 3 of the present invention.
  • the image processing method can also implement the device corresponding to the embodiment of the present invention shown in FIG. 4 or FIG. 5, which is not described again here.
  • a computer program product is also provided in the embodiment of the present invention.
  • the computer program product includes a non-transitory computer-readable storage medium storing a computer program, and the computer program is operable to enable a computer to implement the present invention.
  • FIG. 3 The image processing method described in the corresponding embodiment can also implement the device of the corresponding embodiment of the present invention described in FIG. 4 or FIG. 5, and details are not described herein again.
  • the computer-readable storage medium may be an internal storage unit of the device according to any one of the foregoing embodiments, such as a hard disk or a memory of the device.
  • the computer-readable storage medium may also be an external storage device of the device, such as a plug-in hard disk, a Smart Media Card (SMC), and a Secure Digital (SD) card provided on the device. , Flash card (Flash card) and so on.
  • the computer-readable storage medium may also include both an internal storage unit of the device and an external storage device.
  • the computer-readable storage medium is used to store the computer program and other programs and data required by the terminal.
  • the computer-readable storage medium may also be used to temporarily store data that has been or will be output.
  • the program can be stored in a computer-readable storage medium.
  • the program When executed, the processes of the embodiments of the methods described above may be included.
  • the storage medium may be a magnetic disk, an optical disk, a read-only memory (Read-Only Memory, ROM), or a random access memory (Random, Access Memory, RAM).

Abstract

Provided in an embodiment of the present invention are an image processing method and device. The image processing method can be applied in an unmanned aerial vehicle system comprising a photographing device, and comprises: acquiring a positional relationship between a photographic object and an unmanned aerial vehicle; controlling flight of the unmanned aerial vehicle according to a control rule, wherein the control rule is used to maintain the positional relationship between the unmanned aerial vehicle and the photographic object; and using a photographing device to photograph the photographic object so as to obtain multiple image data items wherein the multiple image data items are used to generate a stop-motion animation at a preset frame rate. Compared with existing hand-held devices, the device provided in the embodiment of the present invention can produce a stop-motion animation consisting of stable images.

Description

一种图像处理方法及设备Image processing method and equipment 技术领域Technical field
本发明涉及图像处理技术领域,尤其涉及一种图像处理方法及设备。The present invention relates to the field of image processing technology, and in particular, to an image processing method and device.
背景技术Background technique
定格动画是通过逐格地拍摄对象,然后将拍摄的图像连续放映,从而产生动画效果。目前,定格动画是通过手持设备进行拍摄的,拍摄视角受拍摄者位置的限制,导致画面不够自由。Stop motion animation is to shoot an object frame by frame and then project the captured images continuously to produce an animation effect. At present, freeze-frame animation is shot by a handheld device, and the shooting angle is limited by the position of the photographer, which results in insufficient freedom of the picture.
另外,在实践中发现,由于定格动画的拍摄需要保持拍摄目标与相机之间的相对位置关系稳定,故手持设备拍摄定格动画会导致拍摄过程繁琐,且拍摄画面稳定性较差。In addition, it has been found in practice that the shooting of stop motion animation needs to keep the relative positional relationship between the shooting target and the camera stable. Therefore, shooting a stop motion animation by a handheld device will result in a tedious shooting process and poor stability of the shooting screen.
而目前,随着飞行技术的发展,无人机或无人机等成为了当前比较热门的研究话题,因此,如何基于无人机进行定格动画的拍摄是一个亟待解决的问题。At present, with the development of flight technology, drones or drones have become more popular research topics at present. Therefore, how to shoot freeze-frame animation based on drones is an urgent problem to be solved.
发明内容Summary of the invention
本发明实施例提供了一种图像处理方法及设备,可获得画面更加稳定的定格动画。Embodiments of the present invention provide an image processing method and device, which can obtain a stop motion animation with a more stable picture.
第一方面,本发明实施例提供了一种图像处理方法,应用于包含拍摄装置的无人机系统中,所述方法包括:In a first aspect, an embodiment of the present invention provides an image processing method, which is applied to a drone system including a photographing device, and the method includes:
获取拍摄对象与无人机之间的位置关系;Obtain the positional relationship between the subject and the drone;
基于控制规则,控制所述无人机飞行,所述控制规则用于控制所述无人机保持与所述拍摄对象之间的所述位置关系;Controlling the drone flying based on a control rule, the control rule is used to control the drone to maintain the position relationship with the photographic subject;
并通过拍摄装置对所述拍摄对象进行拍摄,获得多个图像数据,所述多个图像数据用于以预设帧率生成定格动画。And photographing the photographic subject through a photographing device to obtain a plurality of image data, where the plurality of image data is used to generate a stop motion animation at a preset frame rate.
第二方面,本发明实施例提供了一种图像处理设备,应用于包含拍摄装置的无人机系统中,所述图像处理设备包括存储器、控制器以及拍摄装置;In a second aspect, an embodiment of the present invention provides an image processing device, which is applied to a drone system including a photographing device, and the image processing device includes a memory, a controller, and a photographing device;
所述存储器,用于存储程序指令;The memory is used to store program instructions;
所述控制器,用于执行所述存储器存储的程序指令,当所述程序指令被执行时,所述控制器用于执行如下步骤:The controller is configured to execute a program instruction stored in the memory. When the program instruction is executed, the controller is configured to perform the following steps:
获取拍摄对象与无人机之间的位置关系;Obtain the positional relationship between the subject and the drone;
基于控制规则,控制所述无人机飞行,所述控制规则用于保持与所述拍摄对象之间的所述位置关系;Controlling the drone flying based on a control rule, which is used to maintain the positional relationship with the photographic subject;
通过所述拍摄装置对所述拍摄对象进行拍摄,获得多个图像数据,所述多个图像数据用于以预设帧率生成定格动画。A plurality of image data are obtained by photographing the photographed subject through the photographing device, and the plurality of image data is used to generate a stop motion animation at a preset frame rate.
第三方面,本发明实施例提供了一种无人机,包括所述无人机的机身和拍摄装置;According to a third aspect, an embodiment of the present invention provides a drone, including a body and a shooting device of the drone;
所述拍摄装置搭载在所述无人机的机身上,或者,设置在云台上,通过所述云台搭载在所述无人机的机身上;The photographing device is mounted on the body of the drone, or is provided on a gimbal, and is mounted on the body of the drone through the gimbal;
所述无人机还包括控制器和存储器,所述控制器用于调用所述存储器中存储的代码执行如第一方面所述的图像处理方法。The drone further includes a controller and a memory, and the controller is configured to call code stored in the memory to execute the image processing method according to the first aspect.
第四方面,本发明实施例提供了一种计算机可读存储介质,所述计算机存储介质存储有计算机程序,所述计算机程序包括程序指令,所述程序指令当被控制器执行时使所述控制器执行如第一方面所述的图像处理方法。In a fourth aspect, an embodiment of the present invention provides a computer-readable storage medium, where the computer storage medium stores a computer program, the computer program includes program instructions, and the program instructions, when executed by a controller, cause the control The processor executes the image processing method according to the first aspect.
第五方面,本发明实施例提供了一种计算机程序产品,所述计算机程序产品包括存储了计算机程序的非瞬时性计算机可读存储介质,所述计算机程序可操作来使计算机实现如第一方面所述的图像处理方法。In a fifth aspect, an embodiment of the present invention provides a computer program product. The computer program product includes a non-transitory computer-readable storage medium storing a computer program, and the computer program is operable to make a computer implement the first aspect The image processing method.
本发明实施例可以基于控制规则,控制所述无人机飞行,以保持与所述拍摄对象之间的所述位置关系,并通过拍摄装置对所述拍摄对象进行拍摄,获得多张图片或多个视频,以生成定格动画,从而使得拍摄对象在画面中更加稳定,并丰富了定格动画的拍摄视角。In the embodiment of the present invention, the drone can be controlled to maintain the positional relationship with the subject based on control rules, and the subject is photographed by a photographing device to obtain multiple pictures or multiple Video to generate stop motion animation, which makes the subject more stable in the picture, and enriches the shooting perspective of stop motion animation.
附图说明BRIEF DESCRIPTION OF THE DRAWINGS
为了更清楚地说明本发明实施例或现有技术中的技术方案,下面将对实施例中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本发明的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其他的附图。In order to more clearly explain the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the embodiments will be briefly introduced below. Obviously, the drawings in the following description are only some of the present invention. For those of ordinary skill in the art, other embodiments may be obtained based on these drawings without paying creative labor.
图1是本发明实施例提供的一种无人机系统的结构示意图;FIG. 1 is a schematic structural diagram of an unmanned aerial vehicle system according to an embodiment of the present invention;
图2是本发明实施例提供的另一种无人机系统的结构示意图;2 is a schematic structural diagram of another drone system according to an embodiment of the present invention;
图3是本发明实施例提供的一种图像处理方法的流程示意图;3 is a schematic flowchart of an image processing method according to an embodiment of the present invention;
图4是本发明实施例提供的一种图像处理设备的结构示意图;4 is a schematic structural diagram of an image processing device according to an embodiment of the present invention;
图5是本发明实施例提供的一种无人机的结构示意图。FIG. 5 is a schematic structural diagram of a drone provided by an embodiment of the present invention.
具体实施方式detailed description
下面结合附图,对本发明的一些实施方式作详细说明。在不冲突的情况下,显然,所描述的实施例仅仅是本发明一部分实施例,而不是全部的实施例。基于本发明中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。另外,在不冲突的情况下,下述的实施例及实施例中的特征可以相互组合。Hereinafter, some embodiments of the present invention will be described in detail with reference to the drawings. In the case of no conflict, it is obvious that the described embodiments are only a part of the embodiments of the present invention, but not all the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by a person of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention. In addition, in the case of no conflict, the following embodiments and features in the embodiments can be combined with each other.
本发明使用的术语仅仅是出于描述特定实施例的目的,而非限制本发明。本发明和权利要求书所使用的单数形式的“一种”、“所述”和“该”也旨在包括多数形式,除非上下文清楚地表示其它含义。应当理解,本文中使用的术语“和/或”是指包含一个或者多个相关联的列出项目的任何或所有可能组合。The terminology used herein is for the purpose of describing particular embodiments only and is not intended to limit the invention. The singular forms "a," "the," and "the" as used in this invention and in the claims are intended to include the plural forms as well, unless the context clearly indicates otherwise. It should be understood that the term "and / or" as used herein means any or all possible combinations that include one or more of the associated listed items.
本发明实施例提供的图像处理方法应用于包含拍摄装置的无人机系统中,该无人机系统可以包括无人机、控制设备、显示设备以及拍摄装置,其中,控制设备和显示设备可以集成为一个设备,也可以分别为不同的设备。拍摄装置可以直接搭载在无人机的机身或主体上,也可以通过云台搭载在无人机上。The image processing method provided by the embodiment of the present invention is applied to a drone system including a shooting device. The drone system may include a drone, a control device, a display device, and a shooting device. The control device and the display device may be integrated. Become a device, or separate devices. The shooting device can be directly mounted on the body or main body of the drone, or it can be mounted on the drone through the gimbal.
本发明实施例中,所述控制设备可以为无人机的控制终端,具体地可以为遥控器、智能手机、平板电脑、膝上型电脑、地面站、穿戴式设备(手表、手环)中的一种或多种。其中,显示设备用于显示无人机拍摄的画面或视频,以及显示生成的定格动画。控制设备和显示设备可以位于同一个壳体内,即集成为同一个设备,也可以为物理上分离的设备,即属于不同的设备。In the embodiment of the present invention, the control device may be a control terminal of a drone, and specifically may be a remote controller, a smart phone, a tablet computer, a laptop computer, a ground station, a wearable device (watch, bracelet) One or more. The display device is used to display a picture or video taken by the drone, and to display the stop motion animation generated. The control device and the display device may be located in the same casing, that is, integrated into the same device, or may be physically separated devices, that is, belong to different devices.
本发明实施例中,无人机可以是旋翼型无人机,例如四旋翼无人机、六旋翼无人机、八旋翼无人机,也可以是固定翼无人机。无人机包括动力系统,动力系统用于为无人机提供飞行动力,其中,动力系统包括螺旋桨、电机、电调中的一种或多种。可以理解的是,所述无人机也可以无人车或无人船。In the embodiment of the present invention, the drone may be a rotary wing drone, such as a quad-rotor drone, a six-rotor drone, an eight-rotor drone, or a fixed-wing drone. The UAV includes a power system, which is used to provide flying power for the UAV. The power system includes one or more of a propeller, a motor, and an ESC. It can be understood that the drone may also be an unmanned vehicle or an unmanned ship.
本发明实施例中,拍摄装置可以直接搭载在无人机的机身或主体上,也可以通过云台搭载于无人机的机身或主体上。拍摄装置,用于在无人机的飞行过程中进行图像数据的拍摄,该拍摄装置包括但不限于多光谱成像仪、高光谱成 像仪、可见光相机及红外相机等;云台为多轴传动及增稳系统,云台电机通过调整转动轴的转动角度来对拍摄装置的拍摄角度进行补偿,并通过设置适当的缓冲机构来防止或减小拍摄装置的抖动。In the embodiment of the present invention, the photographing device may be directly mounted on the body or main body of the drone, or may be mounted on the body or main body of the drone through the gimbal. The shooting device is used for shooting image data during the flight of the drone. The shooting device includes, but is not limited to, a multi-spectral imager, a hyper-spectral imager, a visible light camera, and an infrared camera. In the stabilization system, the gimbal motor compensates the shooting angle of the shooting device by adjusting the rotation angle of the rotating shaft, and prevents or reduces the shake of the shooting device by setting an appropriate buffer mechanism.
其中,该图像数据包括图片或视频等。The image data includes pictures or videos.
请参阅图1,图1是本发明实施例提供的一种无人机系统的结构示意图,无人机12可以执行本发明实施例所述的图像处理方法,无人机12设置有拍摄装置121,该拍摄装置121设置在云台122上,通过该云台122搭载于无人机12的主体上,无人机12的动力系统以螺旋桨123为例,控制设备11可以操作无人机12的飞行。Please refer to FIG. 1. FIG. 1 is a schematic structural diagram of a drone system according to an embodiment of the present invention. The drone 12 can execute the image processing method according to the embodiment of the present invention. The drone 12 is provided with a photographing device 121. The photographing device 121 is arranged on the gimbal 122, and the gimbal 122 is mounted on the main body of the drone 12. The power system of the drone 12 uses the propeller 123 as an example, and the control device 11 can operate the drone 12 flight.
再如图2所示,图2是本发明实施例提供的另一种无人机系统的结构示意图,图2中,无人机22也可以执行本发明实施例所述的图像处理方法。无人机22也设置有拍摄装置221,其中,该无人机22设置的拍摄装置221直接搭载在无人机22的主体上。其中,无人机22的动力系统以螺旋桨222为例。As shown in FIG. 2, FIG. 2 is a schematic structural diagram of another drone system provided by an embodiment of the present invention. In FIG. 2, the drone 22 may also execute the image processing method according to the embodiment of the present invention. The drone 22 is also provided with a photographing device 221, wherein the photographing device 221 provided by the drone 22 is directly mounted on the main body of the drone 22. Among them, the power system of the drone 22 uses the propeller 222 as an example.
其中,图1和图2所示的无人机系统中,控制设备11以集成有显示设备为例,能够显示所拍摄的多张图片或多个视频,还能够显示以预设帧率生成的定格动画。Among them, in the drone system shown in FIG. 1 and FIG. 2, the control device 11 takes an integrated display device as an example, and can display a plurality of pictures or videos taken, and can also display a generated image at a preset frame rate. Stop motion animation.
其中,图1和图2所示的无人机系统的不同之处在于,图1所示的拍摄装置设置在云台上,通过云台搭载在无人机的机身上,故基于控制规则控制无人机飞行,以保持无人机与拍摄对象的位置关系时,还可以通过调整云台的姿态来实现。而图2所示的拍摄装置直接搭载在无人机的机身上,故在保持无人机与拍摄对象的位置关系时,除了控制无人机的飞行姿势外,还可以通过调整拍摄参数的焦距或者无人机的姿态来保持无人机与拍摄对象的位置关系。Among them, the difference between the drone system shown in FIG. 1 and FIG. 2 is that the shooting device shown in FIG. 1 is set on the gimbal, and is mounted on the body of the drone through the gimbal, so based on the control rules When controlling the drone flight to maintain the positional relationship between the drone and the subject, it can also be achieved by adjusting the attitude of the gimbal. The photographing device shown in FIG. 2 is directly mounted on the body of the drone, so when maintaining the positional relationship between the drone and the subject, in addition to controlling the flying attitude of the drone, you can also adjust the shooting parameters by Focus or attitude of the drone to maintain the positional relationship between the drone and the subject.
本发明实施例中,图1中的无人机12或图2中的无人机22可以获取拍摄对象与无人机之间的位置关系,并基于控制规则,控制无人机飞行,以保持与拍摄对象之间的位置关系,并通过拍摄装置对拍摄对象进行拍摄,获得多个图像数据,从而,可以基于该多个图像数据以预设帧率生成定格动画。In the embodiment of the present invention, the drone 12 in FIG. 1 or the drone 22 in FIG. 2 can obtain the positional relationship between the shooting object and the drone, and control the drone to fly based on the control rule to maintain Positional relationship with the photographic subject, and photographing the photographic subject through the photographing device to obtain a plurality of image data, so that a stop motion animation can be generated at a preset frame rate based on the plurality of image data.
其中,无人机可以将该多个图像数据发送给控制设备,比如由图1中的控制设备11或图2中的控制设备21,基于该多个图像数据以预设帧率生成定格 动画。其中,图1中的控制设备11或图2中的控制设备21可以配置有图像处理装置和/或显示装置。The drone may send the plurality of image data to a control device, such as the control device 11 in FIG. 1 or the control device 21 in FIG. 2, and generate a stop motion animation at a preset frame rate based on the plurality of image data. Among them, the control device 11 in FIG. 1 or the control device 21 in FIG. 2 may be configured with an image processing device and / or a display device.
本发明实施例中,控制规则可以为用户通过控制设备,如遥控设备等,设置的控制规则;还可以为无人机基于传感器对周围环境的探测而输出的控制规则,本发明实施例不做限定。基于该控制规则,控制无人机飞行,以保持无人机与拍摄对象之间位置关系,从而使得拍摄对象在拍摄画面中更加稳定。In the embodiment of the present invention, the control rule may be a control rule set by a user through a control device, such as a remote control device; and may also be a control rule output by a drone based on the detection of the surrounding environment by a sensor. This embodiment of the present invention does not do limited. Based on the control rule, the drone is controlled to maintain the positional relationship between the drone and the subject, thereby making the subject more stable in the shooting picture.
比如,在一种示例中,无人机具有视觉传感器,能够对周围环境进行深度观察,获取深度信息,从而判断拍摄对象与无人机之间的位置关系,故当拍摄对象的位置发生变化时,无人机可以对其与拍摄对象之间的位置关系进行补偿,比如,从高度和/或水平距离上做出相应的补偿,从而保持与拍摄对象之间的位置关系,使得拍摄画面中的拍摄对象的位置保持相对稳定,使得定格动画的拍摄效果更加稳定、流畅。For example, in one example, a drone has a vision sensor, which can observe the surrounding environment in depth and obtain depth information to determine the positional relationship between the subject and the drone. Therefore, when the position of the subject changes , The drone can compensate its positional relationship with the subject, for example, make corresponding compensation from the height and / or horizontal distance, so as to maintain the positional relationship with the subject, so that the The position of the subject remains relatively stable, making the shooting effect of the stop motion animation more stable and smooth.
在另一种示例中,还可以通过其他方式来保持拍摄对象与无人机之间的位置关系,例如,由控制设备通过调整无人机的飞行姿态来保持拍摄对象与无人机之间的位置关系,或者调整云台的姿态来保持拍摄对象与无人机之间的位置关系。In another example, the positional relationship between the subject and the drone can also be maintained in other ways, for example, the control device maintains the relationship between the subject and the drone by adjusting the flying attitude of the drone. Positional relationship, or adjust the attitude of the PTZ to maintain the positional relationship between the subject and the drone.
在又一种示例中,还可以通过调整拍摄参数保持拍摄装置所拍摄的对象在画面中的位置保持稳定。比如,通过调焦来保持拍摄对象在画面中的尺寸大小和位置相同。In yet another example, the position of the object photographed by the photographing device in the frame can be kept stable by adjusting the photographing parameters. For example, focus is adjusted to keep the size and position of the subject in the frame the same.
可以理解的是,在其他方式中,无人机也可以通过视觉技术来保持拍摄对象在画面中的尺寸大小和位置相同的方案从而来保持拍摄对象与无人机之间的位置关系,而不需要人工操作控制设备来保持拍摄对象与无人机之间的位置关系。It can be understood that in other ways, the drone can also use vision technology to maintain the same size and position of the subject in the picture so as to maintain the positional relationship between the subject and the drone. Manual control equipment is needed to maintain the positional relationship between the subject and the drone.
因此,本发明实施例采用无人机系统来拍摄定格动画,与现有技术中采用手持设备拍摄定格动画的方式相比,能够保证拍摄对象在拍摄画面中的稳定性;同时,本发明实施例与手持设备的拍摄视角受拍摄者位置限制相比,还可以采用各种拍摄视角,丰富了拍摄视角,如俯视的视角来拍摄定格动画所需的图片或视频。Therefore, the embodiment of the present invention adopts a drone system to shoot a stop motion animation, which can ensure the stability of the subject in the shooting frame compared with the conventional method of shooting a stop motion animation by using a handheld device; meanwhile, the embodiment of the present invention Compared with the limitation of the shooting position of the handheld device due to the position of the photographer, various shooting angles can also be adopted, which enriches the shooting angle, such as a bird's-eye view, to take pictures or videos required for stop motion animation.
本发明实施例中,图像处理方法可以在多种模式的组合下执行。比如,智能模式、非智能模式、运动模式、固定模式、手动拍摄模式以及自动拍摄模式 等。In the embodiment of the present invention, the image processing method may be executed under a combination of multiple modes. For example, smart mode, non-smart mode, sports mode, fixed mode, manual shooting mode, and automatic shooting mode.
其中,智能模式是指无人机或无人机上的云台可以对拍摄对象进行跟随。也就是说,拍摄对象的位置发生变化时,无人机会自动控制无人机或无人机的姿态也发生变化,以便于保持与拍摄对象之间的位置关系不变。例如,拍摄对象移动到拍摄画面的左边时,无人机自身控制无人机或无人机控制云台的姿态变化,使得拍摄对象还位于拍摄画面的中间。非智能模式是指无人机或无人机上的云台不会对拍摄对象进行跟随,若要保持无人机与拍摄对象之间的位置关系,用户需要手动操作控制设备来遥控无人机或云台的姿态。例如,拍摄对象移动到拍摄画面的左边时,用户需要操作控制设备上的操作杆等交互装置调整无人机或云台的姿态,使得拍摄对象还位于拍摄画面的中间。Among them, the intelligent mode means that the drone or the gimbal on the drone can follow the subject. That is, when the position of the subject changes, the drone automatically controls the drone or the attitude of the drone also changes, so as to maintain the same positional relationship with the subject. For example, when the subject moves to the left of the shooting screen, the drone itself controls the drone or the drone controls the attitude change of the gimbal, so that the subject is still in the middle of the shooting screen. Non-intelligent mode means that the drone or the gimbal on the drone will not follow the subject. To maintain the position relationship between the drone and the subject, the user needs to manually operate the control device to remotely control the drone or PTZ attitude. For example, when the subject moves to the left of the shooting screen, the user needs to operate an interactive device such as a joystick on the control device to adjust the attitude of the drone or the PTZ so that the subject is still in the middle of the shooting screen.
其中,运动模式是指在无人机处于飞行过程中,无人机通过拍摄装置拍摄定格动画所需的图片或视频,这样,需要控制无人机保持与拍摄对象之间的位置关系时,可以以拍摄对象的运动轨迹来确定飞行轨迹。固定模式是指无人机处于悬停状态时,无人机或控制设备通过拍摄装置拍摄定格动画所需的图片或视频,这样,可以通过调整拍摄参数或云台姿态的方式来控制无人机保持与拍摄对象之间的位置关系。Among them, the motion mode refers to the drone in the flight process, the drone takes a picture or video required for stop motion animation through the shooting device. In this way, when you need to control the position relationship between the drone and the subject, you can The trajectory of the subject is used to determine the flight trajectory. Fixed mode means that when the drone is in the hovering state, the drone or the control device takes the picture or video required for the stop motion animation through the shooting device. In this way, the drone can be controlled by adjusting the shooting parameters or the attitude of the gimbal Maintain the positional relationship with the subject.
其中,手动拍摄模式是指以拍摄参数对拍摄对象进行拍摄时,需要用户手动拍摄;而自动拍摄模式下,无人机可以通过拍摄装置以预设时间间隔进行自动拍摄。在实际实现中,用户可以通过控制设备向无人机发送自动拍摄指令,以使无人机通过拍摄装置在自动拍摄模式以预设时间间隔进行拍摄多张图片或多个短视频。Among them, the manual shooting mode means that when shooting a subject with shooting parameters, the user needs to shoot manually; while in the automatic shooting mode, the drone can automatically shoot at preset time intervals through the shooting device. In actual implementation, the user can send an automatic shooting instruction to the drone through the control device, so that the drone can take multiple pictures or multiple short videos at preset time intervals through the shooting device in the automatic shooting mode.
本发明实施例中,图像处理方法可以在多种模式的组合下执行。比如,智能模式可以分别与运动模式或固定模式相结合,以智能运动模式或智能固定模式执行本发明实施例所述的图像处理方法。相应的,非智能模式可以分别与运动模式或固定模式相结合,以非智能运动模式或非智能固定模式执行本发明实施例所述的图像处理方法。再比如,手动拍摄模式可以分别与运动模式或固定模式相结合,以手动拍摄的运动模式或手动拍摄的固定模式执行本发明实施例所述的图像处理方法。相应的,自动拍摄模式可以分别与运动模式或固定模式相结合,以自动拍摄的运动模式或自动拍摄的固定模式执行本发明实施例所述的图像处理方法。In the embodiment of the present invention, the image processing method may be executed under a combination of multiple modes. For example, the intelligent mode may be combined with the motion mode or the fixed mode, respectively, and the image processing method according to the embodiment of the present invention is executed in the intelligent motion mode or the intelligent fixed mode. Correspondingly, the non-intelligent mode may be combined with the motion mode or the fixed mode, respectively, and the image processing method according to the embodiment of the present invention is executed in the non-intelligent motion mode or the non-intelligent fixed mode. For another example, the manual shooting mode may be combined with a sports mode or a fixed mode, respectively, and the image processing method according to the embodiment of the present invention is performed in the sports mode or the fixed mode. Correspondingly, the automatic shooting mode may be combined with the sports mode or the fixed mode, respectively, and the image processing method according to the embodiment of the present invention is executed in the sports mode or the fixed mode.
以下基于上述所示的无人机系统,对本发明实施例提供的图像处理方法进行进一步的阐述。请参阅图3,图3为本发明实施例提供的一种图像处理方法的流程示意图,其中,图3所示的图像处理方法可以应用在无人机中,该图像处理方法可以包括以下步骤:The following further describes the image processing method provided by the embodiment of the present invention based on the UAV system shown above. Please refer to FIG. 3. FIG. 3 is a schematic flowchart of an image processing method according to an embodiment of the present invention. The image processing method shown in FIG. 3 may be applied to a drone. The image processing method may include the following steps:
101、获取拍摄对象与无人机之间的位置关系;101. Obtain a positional relationship between a shooting object and a drone;
本发明实施例中,获取拍摄对象与无人机之间的位置关系,包括:获取用户选择的拍摄画面,并基于视觉传感器获取所述拍摄对象相对于拍摄装置或无人机的深度信息;基于所述深度信息,获取无人机与所述拍摄画面中的拍摄对象之间的位置关系。其中,用户选择的拍摄画面,可以具体为用户通过控制设备控制拍摄装置拍摄的第一张图片时的拍摄画面。In the embodiment of the present invention, obtaining the positional relationship between the shooting object and the drone includes: obtaining a shooting picture selected by a user, and obtaining depth information of the shooting object relative to the shooting device or the drone based on a visual sensor; based on The depth information acquires a positional relationship between the drone and a subject in the shooting frame. The shooting picture selected by the user may specifically be a shooting picture when the user controls the first picture taken by the shooting device through the control device.
102、基于控制规则,控制所述无人机飞行,所述控制规则用于控制所述无人机保持与所述拍摄对象之间的所述位置关系;102. Control the drone flying based on a control rule, where the control rule is used to control the drone to maintain the positional relationship with the photographic subject;
在一种可选的实施方式中,该控制规则具体用于在所述无人机处于飞行过程中,控制所述无人机保持与所述拍摄对象之间的所述位置关系。这样,在拍摄对象移动时,可调整无人机的飞行轨迹或飞行姿态,保持与拍摄对象之间的位置关系。In an optional implementation manner, the control rule is specifically configured to control the drone to maintain the positional relationship with the photographed object while the drone is in flight. In this way, when the subject moves, the flight trajectory or attitude of the drone can be adjusted to maintain the positional relationship with the subject.
在另一种可选的实施方式中,该控制规则具体用于在所述无人机处于悬停状态时,控制所述无人机保持与所述拍摄对象之间的所述位置关系。这样,在拍摄对象移动时,可以控制拍摄装置的姿态、拍摄参数以及搭载该拍摄装置的云台的姿态中的至少一种,以使无人机保持与拍摄对像之间的位置关系。In another optional implementation manner, the control rule is specifically configured to control the drone to maintain the position relationship with the photographed object when the drone is in a hovering state. In this way, when the photographic subject moves, at least one of the posture of the photographing device, the photographing parameters, and the posture of the gimbal equipped with the photographing device can be controlled, so that the drone maintains the positional relationship with the photographed object.
在又一种可选的实施方式中,基于控制规则,控制无人机飞行,包括:接收跟随模式指令;当所述跟随模式指令为跟随模式时,调整所述无人机的姿态、所述拍摄装置的姿态以及所述拍摄装置所在云台的姿态中的至少一种,以对所述拍摄对象进行跟随。其中,跟随模式也可以称为上文所述的智能跟随模式。In yet another optional embodiment, controlling the drone's flight based on control rules includes: receiving a follow mode instruction; and when the follow mode instruction is a follow mode, adjusting the attitude of the drone, the At least one of a posture of the photographing device and a posture of the pan / tilt where the photographing device is located to follow the photographed object. The following mode may also be referred to as the intelligent following mode described above.
在又一种可选的实施方式中,基于控制规则,控制无人机飞行,包括:接收跟随模式指令;当所述跟随模式指令为非跟随模式时,无人机需要接收用户通过控制设备输入的操作指令,对无人机的飞行姿态或云台的姿态进行调整,以对拍摄对象进行跟随。其中,非跟随模式也可以称为上文所述的非智能跟随模式。In yet another optional embodiment, controlling the drone's flight based on control rules includes: receiving a follow mode instruction; when the follow mode instruction is a non-follow mode, the drone needs to receive a user input through a control device To adjust the flying attitude of the drone or the attitude of the gimbal to follow the subject. The non-following mode may also be referred to as the non-intelligent following mode described above.
其中,上述四种实施方式中,可以相互组合,在所述无人机处于飞行过程中,以跟随模式或非跟随模式保持无人机与拍摄对象之间的位置关系;也可以在无人机处于悬停状态,以跟随模式或非跟随模式保持无人机与拍摄对象之间的位置关系。本发明实施例不做限定。Wherein, the above-mentioned four embodiments may be combined with each other, and the position relationship between the drone and the photographic subject is maintained in the following mode or the non-following mode when the drone is in flight; In hover state, maintain the positional relationship between the drone and the subject in follow mode or non-follow mode. The embodiment of the present invention is not limited.
103、通过拍摄装置对所述拍摄对象进行拍摄,获得多张图片或多个视频;103. Shoot the subject through a shooting device to obtain multiple pictures or multiple videos.
在一种可选的实施方式中,通过拍摄装置对所述拍摄对象进行拍摄,获得多张图片或多个视频,包括:接收用户输入的拍摄指令;响应所述拍摄指令,通过所述拍摄装置对所述拍摄对象进行拍摄,获得多张图片或多个视频。其中,每张图片对应一个拍摄指令。In an optional implementation manner, shooting the subject through a shooting device to obtain multiple pictures or videos includes: receiving a shooting instruction input by a user; responding to the shooting instruction, using the shooting device Shooting the subject to obtain multiple pictures or multiple videos. Among them, each picture corresponds to a shooting instruction.
在另一种可选的实施方式中,对所述拍摄对象进行拍摄,获得多张图片,包括:以预设时间间隔,通过所述拍摄装置对所述拍摄对象进行拍摄,获得多张图片。其中,无人机或拍摄装置可以在接收到自动拍摄指令时,以预设时间间隔进行自动拍摄。其中,该图像处理方法还可以包括:获取拍摄装置设定的拍摄参数。相应的,103中,可以通过拍摄装置以该拍摄参数对所述拍摄对象进行拍摄,获得多张图片或多个视频。其中,该设定的拍摄参数可以为:手动拍摄模式下,用户每次输入拍摄指令时设定的拍摄参数;或者,自动拍摄模式下,用户预先设定的拍摄参数;或者,根据用户选定的拍摄画面确定的拍摄参数。在一种实施方式中,该拍摄参数和位置关系可以对应存储到数据库中。In another optional implementation manner, shooting the subject to obtain multiple pictures includes: shooting the subject through the shooting device at a preset time interval to obtain multiple pictures. Among them, the drone or the shooting device can perform automatic shooting at preset time intervals when receiving an automatic shooting instruction. The image processing method may further include: acquiring a shooting parameter set by the shooting device. Correspondingly, in 103, the shooting object may be shot by the shooting device with the shooting parameter to obtain multiple pictures or multiple videos. The set shooting parameters may be: the shooting parameters set by the user each time a shooting instruction is entered in the manual shooting mode; or the shooting parameters set by the user in advance in the automatic shooting mode; or, according to the user's selection The shooting parameters determined by the shooting screen. In an implementation manner, the shooting parameter and the position relationship may be correspondingly stored in a database.
相应的,101中,获取拍摄对象与无人机之间的位置关系,包括:从数据库中获取拍摄对象与无人机之间的位置关系和拍摄参数。该实施方式,可以实现多次飞行的拍摄衔接。例如,用户在场景A,根据所述位置关系和拍摄参数对拍摄对象拍摄获得多张图片后,可以在场景B,再根据所述位置关系和拍摄参数对拍摄对象拍摄获得多张图片等。通过在多种场景下,进行无人机的飞行拍摄,并以相同的位置关系或预设幅度的拍摄参数拍摄的多张图片或多个视频,使得生成的定格动画的画面表现力更加丰富。Correspondingly, in 101, obtaining the positional relationship between the photographic subject and the drone includes: obtaining the positional relationship between the photographic subject and the drone from a database and shooting parameters. This embodiment can realize the shooting connection of multiple flights. For example, after a user obtains multiple pictures of a subject according to the position relationship and shooting parameters in scene A, the user may obtain multiple pictures of the subject according to the position relationship and shooting parameters in scene B. By taking flying pictures of drones in multiple scenarios, and taking multiple pictures or videos with the same positional relationship or preset amplitude shooting parameters, the expressiveness of the generated stop motion animation is richer.
在又一种可选的实施方式中,以用户输入的拍摄指令或预设时间间隔进行拍摄时,拍摄参数可以以预设幅度进行调整;基于调整的拍摄参数,对所述拍摄对象进行拍摄,获得多张图片或多个视频。其中,该拍摄参数可以为滤镜、色彩风格、特效、焦距、快门、光圈和感光度值ISO中的至少一个参数。这样,拍摄出的多张图片或多个视频可以有一定的变化规律,使得最终生成的定格动 画更加精彩。In another optional implementation manner, when shooting is performed with a shooting instruction or a preset time interval input by a user, shooting parameters may be adjusted by a preset range; and the shooting object is shot based on the adjusted shooting parameters. Get multiple pictures or videos. The shooting parameter may be at least one of a filter, a color style, a special effect, a focal length, a shutter, an aperture, and a sensitivity value ISO. In this way, the captured multiple pictures or videos can have certain changes, making the final stop motion animation more exciting.
本发明实施例中,该多张图片或多个视频用于以预设帧率生成定格动画。其中,该预设帧率可以由用户通过控制设备或显示设备来设定,也可以采用其他的控件或指令等方式发送给控制设备或无人机,由控制设备或无人机将该多张图片或多个视频以预设帧率生成定格动画,其中,控制设备可以接收无人机所拍摄的多张图片或多个视频。In the embodiment of the present invention, the multiple pictures or videos are used to generate a stop motion animation at a preset frame rate. The preset frame rate may be set by a user through a control device or a display device, or may be sent to a control device or a drone by using other controls or instructions. The control device or the drone may send the multiple frames A picture or multiple videos generates a stop motion animation at a preset frame rate, where the control device can receive multiple pictures or multiple videos taken by the drone.
可见,本发明实施例可以控制所述无人机保持与所述拍摄对象之间的所述位置关系,通过拍摄装置对所述拍摄对象进行拍摄,获得多张图片或多个视频,从而使得拍摄对象在画面中更加稳定,并丰富了定格动画的拍摄视角。It can be seen that the embodiment of the present invention can control the drone to maintain the positional relationship with the photographic subject, and photograph the photographic subject through a photographing device to obtain multiple pictures or multiple videos, so that the photographing The subject is more stable in the frame and enriches the shooting angle of the stop motion animation.
请参阅图4,图4是本发明实施例提供的一种图像处理设备的结构示意图,其中,该图像处理设备可以设置在无人机中。如图4所示,该图像处理设备可以包括:Please refer to FIG. 4. FIG. 4 is a schematic structural diagram of an image processing device according to an embodiment of the present invention. The image processing device may be set in a drone. As shown in FIG. 4, the image processing device may include:
获取模块301,用于获取拍摄对象与无人机之间的位置关系;An acquisition module 301, configured to acquire a positional relationship between a shooting object and a drone;
控制模块302,用于基于控制规则,控制所述无人机飞行,所述控制规则用于控制所述无人机保持与所述拍摄对象之间的所述位置关系,通过所述拍摄装置对所述拍摄对象进行拍摄,获得多张图片或多个视频。A control module 302 is configured to control the drone flying based on a control rule, where the control rule is used to control the drone to maintain the position relationship with the photographic subject, and The subject is photographed to obtain multiple pictures or multiple videos.
在一种可选的实施方式中,该图像处理设备还可以包括生成模块,用于基于所述多张图片或多个视频以预设帧率生成定格动画。在另一种可选的实施方式中,该图像处理设备还可以包括通信模块,该通信模块用于将该多张图片或多个视频发送给控制设备,由控制设备以预设帧率生成定格动画。In an optional implementation manner, the image processing device may further include a generating module configured to generate a stop motion animation at a preset frame rate based on the multiple pictures or multiple videos. In another optional implementation manner, the image processing device may further include a communication module, which is configured to send the multiple pictures or videos to the control device, and the control device generates a freeze frame at a preset frame rate. Animation.
在一种可选的实施方式中,获取模块301获取拍摄对象与无人机之间的位置关系,具体为:In an optional implementation manner, the obtaining module 301 obtains the positional relationship between the photographic subject and the drone, which is specifically:
获取用户选择的拍摄画面,并基于视觉传感器获取所述拍摄画面中拍摄对象相对于所述拍摄装置或所述无人机的深度信息;Acquiring a shooting picture selected by a user, and acquiring depth information of a shooting object in the shooting picture relative to the shooting device or the drone based on a visual sensor;
基于所述拍摄画面和所述深度信息,获取无人机与所述拍摄对象之间的位置关系。Based on the photographed picture and the depth information, a positional relationship between the drone and the photographed object is acquired.
在一种可选的实施方式中,所述控制规则具体用于在所述无人机处于飞行过程中,控制所述无人机保持与所述拍摄对象之间的所述位置关系;In an optional implementation manner, the control rule is specifically configured to control the drone to maintain the positional relationship with the photographed object while the drone is in flight;
或者,在所述无人机处于悬停状态时,控制所述无人机保持与所述拍摄对 象之间的所述位置关系。Alternatively, when the drone is in a hovering state, control the drone to maintain the positional relationship with the shooting object.
在一种可选的实施方式中,控制模块302通过拍摄装置对所述拍摄对象进行拍摄,获得多张图片或多个视频,具体为:In an optional implementation manner, the control module 302 photographs the photographed object through a photographing device to obtain multiple pictures or multiple videos, specifically:
接收用户输入的拍摄指令;Receiving shooting instructions input by the user;
响应所述拍摄指令,通过所述拍摄装置对所述拍摄对象进行拍摄,获得多张图片或多个视频。In response to the shooting instruction, shooting the subject through the shooting device to obtain multiple pictures or multiple videos.
在一种可选的实施方式中,控制模块302通过拍摄装置对所述拍摄对象进行拍摄,获得多张图片或多个视频,具体为:In an optional implementation manner, the control module 302 photographs the photographed object through a photographing device to obtain multiple pictures or multiple videos, specifically:
以预设时间间隔,通过所述拍摄装置对所述拍摄对象进行拍摄,获得多张图片或多个视频。At a preset time interval, the photographing subject is photographed by the photographing device to obtain multiple pictures or multiple videos.
在一种可选的实施方式中,控制模块302基于控制规则,控制所述无人机飞行,具体为:In an optional implementation manner, the control module 302 controls the drone flight based on a control rule, specifically:
接收跟随模式指令;Receiving a follow mode command;
当所述跟随模式指令为跟随模式时,调整所述无人机的姿态、所述拍摄装置的姿态以及所述拍摄装置所在云台的姿态中的至少一种,以对所述拍摄对象进行跟随。When the following mode instruction is a following mode, adjust at least one of a posture of the drone, a posture of the photographing device, and a posture of a pan / tilt where the photographing device is located to follow the photographic subject. .
在一种可选的实施方式中,获取模块301获取拍摄对象与无人机之间的位置关系,具体为:In an optional implementation manner, the obtaining module 301 obtains the positional relationship between the photographic subject and the drone, which is specifically:
从数据库中获取拍摄对象与无人机之间的位置关系和拍摄参数,所述数据库中预先存储有拍摄定格动画所需的所述位置关系和所述拍摄参数。The positional relationship and shooting parameters between the photographic object and the drone are obtained from a database, and the positional relationship and the shooting parameters required for shooting a stop motion animation are stored in the database in advance.
相应的,控制模块302对所述拍摄对象进行拍摄,获得多张图片或多个视频,包括:Correspondingly, the control module 302 shoots the photographic object to obtain multiple pictures or multiple videos, including:
根据所述拍摄参数对所述拍摄对象进行拍摄,获得多张图片或多个视频。Shooting the subject according to the shooting parameters to obtain multiple pictures or multiple videos.
在一种可选的实施方式中,控制模块302通过拍摄装置对所述拍摄对象进行拍摄,获得多张图片或多个视频,包括:In an optional implementation manner, the control module 302 photographs the photographed object through a photographing device to obtain multiple pictures or multiple videos, including:
以预设幅度调整所述拍摄参数;Adjusting the shooting parameters by a preset amplitude;
基于调整的拍摄参数,对所述拍摄对象进行拍摄,获得多张图片或多个视频。Based on the adjusted shooting parameters, shooting the subject to obtain multiple pictures or multiple videos.
请参阅图5,图5是本发明实施例提供的一种无人机的结构示意图。其中,图5所示的无人机也可以包括图4所示的各模块,执行图4所示的各模块的操作。如图5所示,该无人机可以包括至少一个控制器401,例如CPU;至少一个存储器402,通信装置403。另外,该无人机还包括至少一个拍摄装置404,该拍摄装置404可以直接搭载在无人机的机身或主体上,也可以设置在云台上,并通过云台搭载在无人机上。上述控制器401、存储器402、通信装置403、拍摄装置404通过总线405连接。Please refer to FIG. 5, which is a schematic structural diagram of a drone provided by an embodiment of the present invention. Among them, the drone shown in FIG. 5 may also include each module shown in FIG. 4 to perform operations of each module shown in FIG. 4. As shown in FIG. 5, the drone may include at least one controller 401, such as a CPU; at least one memory 402, and a communication device 403. In addition, the drone also includes at least one photographing device 404. The photographing device 404 can be directly mounted on the body or the main body of the drone, or can be installed on the gimbal, and mounted on the drone through the gimbal. The controller 401, the memory 402, the communication device 403, and the imaging device 404 are connected via a bus 405.
所述存储器402,用于存储程序指令;The memory 402 is configured to store program instructions;
所述控制器401,用于执行所述存储器402存储的程序指令,当程序指令被执行时,所述控制器401用于执行如下步骤:The controller 401 is configured to execute a program instruction stored in the memory 402. When the program instruction is executed, the controller 401 is configured to perform the following steps:
通过获取拍摄对象与无人机之间的位置关系;By obtaining the positional relationship between the subject and the drone;
控制所述无人机保持与所述拍摄对象之间的所述位置关系,通过所述拍摄装置404对所述拍摄对象进行拍摄,获得多张图片或多个视频。Controlling the drone to maintain the positional relationship with the photographic subject, and photographing the photographic subject through the photographing device 404 to obtain multiple pictures or multiple videos.
其中,该多张图片或多个视频用于以预设帧率生成定格动画。在一种可选的实施方式中,控制器401可以基于该多张图片或多个视频以预设帧率生成定格动画。在另一种可选的实施方式中,控制器401可以通过通信装置403将该多张图片或多个视频发送给显示设备或集成了显示设备的遥控设备,由该显示设备或该遥控设备根据该多张图片或多个视频以预设帧率生成定格动画。The multiple pictures or videos are used to generate a stop motion animation at a preset frame rate. In an optional implementation manner, the controller 401 may generate a stop motion animation at a preset frame rate based on the multiple pictures or videos. In another optional implementation manner, the controller 401 may send the multiple pictures or videos to the display device or a remote control device integrated with the display device through the communication device 403, and the display device or the remote control device may The multiple pictures or videos generate a stop motion animation at a preset frame rate.
在一种可选的实施方式中,所述控制器401调用存储器402中存储的程序指令,获取拍摄对象与无人机之间的位置关系,具体为:In an optional implementation manner, the controller 401 calls a program instruction stored in the memory 402 to obtain a positional relationship between the photographic object and the drone, which is specifically:
获取用户选择的拍摄画面,并基于视觉传感器获取所述拍摄画面所在拍摄场景的深度信息;Acquiring a shooting picture selected by a user, and acquiring depth information of a shooting scene where the shooting picture is located based on a visual sensor;
基于所述拍摄画面和所述深度信息,获取无人机与所述拍摄画面中的拍摄对象之间的位置关系。Based on the shooting picture and the depth information, a positional relationship between the drone and a shooting object in the shooting picture is obtained.
在一种可选的实施方式中,所述控制规则具体用于:In an optional implementation manner, the control rule is specifically configured to:
在所述无人机处于飞行过程中,控制所述无人机保持与所述拍摄对象之间的所述位置关系;Controlling the drone to maintain the positional relationship with the photographed subject while the drone is in flight;
或者,在所述无人机处于悬停状态时,控制所述无人机保持与所述拍摄对象之间的所述位置关系。Alternatively, when the drone is in a hovering state, control the drone to maintain the positional relationship with the photographic subject.
在一种可选的实施方式中,所述控制器401调用存储器402中存储的程序 指令,通过所述拍摄装置根据所述拍摄参数对所述拍摄对象进行拍摄,获得多张图片,具体为:In an optional implementation manner, the controller 401 invokes a program instruction stored in the memory 402, and uses the photographing device to photograph the photographed object according to the photographing parameters to obtain multiple pictures, specifically:
接收用户输入的拍摄指令;Receiving shooting instructions input by the user;
响应所述拍摄指令,通过所述拍摄装置对所述拍摄对象进行拍摄,获得多张图片。In response to the shooting instruction, shooting the subject through the shooting device to obtain multiple pictures.
在一种可选的实施方式中,所述控制器401调用存储器402中存储的程序指令,对所述拍摄对象进行拍摄,获得多张图片或多个视频,具体为:In an optional implementation manner, the controller 401 calls a program instruction stored in the memory 402 to shoot the photographed object to obtain multiple pictures or multiple videos, specifically:
以预设时间间隔,通过所述拍摄装置对所述拍摄对象进行拍摄,获得多张图片或多个视频。At a preset time interval, the photographing subject is photographed by the photographing device to obtain multiple pictures or multiple videos.
在一种可选的实施方式中,所述控制器401调用存储器402中存储的程序指令,基于控制规则,控制所述无人机飞行,具体为:In an optional implementation manner, the controller 401 calls program instructions stored in the memory 402 to control the drone flying based on a control rule, specifically:
接收跟随模式指令;Receiving a follow mode command;
当所述跟随模式指令为跟随模式时,调整所述无人机的姿态、所述拍摄装置的姿态以及所述拍摄装置所在云台的姿态中的至少一种,以对所述拍摄对象进行跟随。When the following mode instruction is a following mode, adjust at least one of a posture of the drone, a posture of the photographing device, and a posture of a pan / tilt where the photographing device is located to follow the photographic subject. .
在一种可选的实施方式中,所述控制器401调用存储器402中存储的程序指令,获取拍摄对象与无人机之间的位置关系,具体为:In an optional implementation manner, the controller 401 calls a program instruction stored in the memory 402 to obtain a positional relationship between the photographic object and the drone, which is specifically:
从数据库中获取拍摄对象与无人机之间的位置关系和拍摄参数,所述数据库中预先存储有拍摄定格动画所需的所述位置关系和所述拍摄参数。The positional relationship and shooting parameters between the photographic object and the drone are obtained from a database, and the positional relationship and the shooting parameters required for shooting a stop motion animation are stored in the database in advance.
相应的,控制器调用存储器402中存储的程序指令,对所述拍摄对象进行拍摄,获得多张图片或多个视频,具体为:根据所述拍摄参数对所述拍摄对象进行拍摄,获得多张图片或多个视频。Correspondingly, the controller calls a program instruction stored in the memory 402 to shoot the subject to obtain multiple pictures or videos. Specifically, the controller shoots the subject according to the shooting parameters to obtain multiple pictures. Pictures or multiple videos.
在一种可选的实施方式中,所述控制器401调用存储器402中存储的程序指令,对所述拍摄对象进行拍摄,获得多张图片或多个视频,具体为:In an optional implementation manner, the controller 401 calls a program instruction stored in the memory 402 to shoot the photographed object to obtain multiple pictures or multiple videos, specifically:
以预设幅度调整所述拍摄参数;Adjusting the shooting parameters by a preset amplitude;
基于调整的拍摄参数,对所述拍摄对象进行拍摄,获得多张图片或多个视频。Based on the adjusted shooting parameters, shooting the subject to obtain multiple pictures or multiple videos.
本发明实施例的所述控制器401的具体实现可参考上述各个实施例中相关内容的描述,在此不赘述。For specific implementation of the controller 401 in this embodiment of the present invention, reference may be made to the description of related content in the foregoing embodiments, and details are not described herein.
本发明实施例还提供一种无人机系统,该无人机系统包括控制设备、拍摄装置和无人机,其中,拍摄装置可以设置在云台上,再通过云台搭载在无人机上;或者该拍摄装置也可以直接搭载在无人机上。An embodiment of the present invention further provides a drone system. The drone system includes a control device, a photographing device, and a drone. The photographing device can be set on a gimbal and then mounted on the drone through the gimbal. Or the camera can be mounted directly on the drone.
其中,无人机用于获取拍摄对象与无人机之间的位置关系,基于控制规则,控制所述无人机飞行,该控制规则用于控制所述无人机保持与所述拍摄对象之间的所述位置关系;并对所述拍摄对象进行拍摄,获得多张图片或多个视频;其中,所述多张图片或多个视频用于以预设帧率生成定格动画。The drone is used to obtain the positional relationship between the subject and the drone, and controls the drone to fly based on a control rule, and the control rule is used to control the drone to maintain a relationship with the subject. The positional relationship between them; shooting the subject to obtain multiple pictures or videos; wherein the multiple pictures or videos are used to generate a stop motion animation at a preset frame rate.
其中,该定格动画可由无人机生成,也可以由无人机将该多张图片或多个视频发送给控制设备,由控制设备生成预设帧率的定格动画。The stop motion animation may be generated by a drone, or the drone may send the multiple pictures or videos to a control device, and the control device generates a stop motion animation with a preset frame rate.
在一种可选的实施方式中,无人机用于获取拍摄对象与无人机之间的位置关系,具体为:In an optional implementation manner, the drone is used to obtain the positional relationship between the shooting object and the drone, which is specifically:
获取用户选择的拍摄画面,并基于视觉传感器获取所述拍摄对象相对于拍摄装置或无人机的深度信息;Acquiring a shooting picture selected by a user, and acquiring depth information of the shooting object with respect to a shooting device or a drone based on a visual sensor;
基于所述深度信息,获取无人机与所述拍摄对象之间的位置关系。Based on the depth information, a positional relationship between the drone and the subject is obtained.
在一种可选的实施方式中,所述控制规则具体用于:In an optional implementation manner, the control rule is specifically configured to:
在所述无人机处于飞行过程中,无人机控制所述无人机保持与所述拍摄对象之间的所述位置关系;During the flight of the drone, the drone controls the drone to maintain the position relationship with the photographic subject;
或者,在所述无人机处于悬停状态时,无人机控制所述无人机保持与所述拍摄对象之间的所述位置关系。Alternatively, when the drone is in a hovering state, the drone controls the drone to maintain the positional relationship with the photographic subject.
在一种可选的实施方式中,无人机用于通过拍摄装置对所述拍摄对象进行拍摄,获得多张图片或多个视频,具体为:In an optional implementation manner, the drone is configured to capture the photographic object through a photographing device to obtain multiple pictures or multiple videos, specifically:
无人机接收用户输入的拍摄指令;The drone receives the shooting instruction input by the user;
响应所述拍摄指令,无人机通过所述拍摄装置对所述拍摄对象进行拍摄,获得多张图片或多个视频。In response to the shooting instruction, the drone shoots the subject through the shooting device to obtain multiple pictures or multiple videos.
在一种可选的实施方式中,无人机用于通过拍摄装置对所述拍摄对象进行拍摄,获得多张图片或多个视频,具体为:In an optional implementation manner, the drone is configured to capture the photographic object through a photographing device to obtain multiple pictures or multiple videos, specifically:
以预设时间间隔,无人机通过所述拍摄装置对所述拍摄对象进行拍摄,获得多张图片或多个视频。At a preset time interval, the drone shoots the subject through the shooting device to obtain multiple pictures or multiple videos.
在一种可选的实施方式中,无人机用于基于控制规则,控制无人机飞行,具体为:In an optional implementation manner, the drone is used to control the drone's flight based on the control rules, specifically:
接收跟随模式指令;Receiving a follow mode command;
当所述跟随模式指令为跟随模式时,调整所述无人机的姿态、所述拍摄装置的姿态以及所述拍摄装置所在云台的姿态中的至少一种,以对所述拍摄对象进行跟随。When the following mode instruction is a following mode, adjust at least one of a posture of the drone, a posture of the photographing device, and a posture of a pan / tilt where the photographing device is located to follow the photographic subject. .
在另一种可选的实施方式中,无人机用于基于控制规则,控制无人机飞行,具体为:若接收的跟随模式指令为非跟随模式,则无人机将无法智能调整无人机的姿态、拍摄装置的姿态以及拍摄装置所在云台的姿态中的至少一种,以对拍摄对象进行跟随。而是由控制设备通过用户的操作来调整无人机的姿态、拍摄装置的姿态以及拍摄装置所在云台的姿态中的至少一种,以对拍摄对象进行跟随。In another optional embodiment, the drone is used to control the drone's flight based on the control rules. Specifically, if the following mode command received is a non-following mode, the drone cannot intelligently adjust the drone. At least one of the posture of the camera, the posture of the photographing device, and the posture of the gimbal where the photographing device is located to follow the photographic subject. Instead, the control device adjusts at least one of the posture of the drone, the posture of the photographing device, and the posture of the pan / tilt where the photographing device is located by the user's operation to follow the photographic subject.
在一种可选的实施方式中,无人机用于获取拍摄对象与无人机之间的位置关系,具体为:In an optional implementation manner, the drone is used to obtain the positional relationship between the shooting object and the drone, which is specifically:
从数据库中获取拍摄对象与无人机之间的位置关系和拍摄参数,所述数据库中预先存储有拍摄定格动画所需的所述位置关系和所述拍摄参数。The positional relationship and shooting parameters between the photographic object and the drone are obtained from a database, and the positional relationship and the shooting parameters required for shooting a stop motion animation are stored in the database in advance.
相应的,无人机通过拍摄装置对所述拍摄对象进行拍摄,获得多张图片或多个视频,包括:Correspondingly, the drone photographs the subject through the shooting device to obtain multiple pictures or videos, including:
根据所述拍摄参数对所述拍摄对象进行拍摄,获得多张图片或多个视频。Shooting the subject according to the shooting parameters to obtain multiple pictures or multiple videos.
在一种可选的实施方式中,无人机用于通过拍摄装置对所述拍摄对象进行拍摄,获得多张图片或多个视频,具体为:In an optional implementation manner, the drone is configured to capture the photographic object through a photographing device to obtain multiple pictures or multiple videos, specifically:
以预设幅度调整所述拍摄参数;Adjusting the shooting parameters by a preset amplitude;
基于调整的拍摄参数,对所述拍摄对象进行拍摄,获得多张图片或多个视频。Based on the adjusted shooting parameters, shooting the subject to obtain multiple pictures or multiple videos.
在本发明的实施例中还提供了一种计算机可读存储介质,所述计算机可读存储介质存储有计算机程序,所述计算机程序被控制器执行时实现本发明图3所对应实施例中描述的图像处理方法,也可实现图图4或图5所述本发明所对应实施例的设备,在此不再赘述。A computer-readable storage medium is also provided in the embodiment of the present invention. The computer-readable storage medium stores a computer program, and the computer program is executed by a controller to implement the description in the embodiment corresponding to FIG. 3 of the present invention. The image processing method can also implement the device corresponding to the embodiment of the present invention shown in FIG. 4 or FIG. 5, which is not described again here.
在本发明的实施例中还提供了一种计算机程序产品,所述计算机程序产品包括存储了计算机程序的非瞬时性计算机可读存储介质,所述计算机程序可操作来使计算机实现本发明图3所对应实施例中描述的图像处理方法,也可实现图4或图5所述本发明所对应实施例的设备,在此不再赘述。A computer program product is also provided in the embodiment of the present invention. The computer program product includes a non-transitory computer-readable storage medium storing a computer program, and the computer program is operable to enable a computer to implement the present invention. FIG. 3 The image processing method described in the corresponding embodiment can also implement the device of the corresponding embodiment of the present invention described in FIG. 4 or FIG. 5, and details are not described herein again.
所述计算机可读存储介质可以是前述任一实施例所述的设备的内部存储单元,例如设备的硬盘或内存。所述计算机可读存储介质也可以是所述设备的外部存储设备,例如所述设备上配备的插接式硬盘,智能存储卡(Smart Media Card,SMC),安全数字(Secure Digital,SD)卡,闪存卡(Flash Card)等。进一步地,所述计算机可读存储介质还可以既包括所述设备的内部存储单元也包括外部存储设备。所述计算机可读存储介质用于存储所述计算机程序以及所述终端所需的其他程序和数据。所述计算机可读存储介质还可以用于暂时地存储已经输出或者将要输出的数据。The computer-readable storage medium may be an internal storage unit of the device according to any one of the foregoing embodiments, such as a hard disk or a memory of the device. The computer-readable storage medium may also be an external storage device of the device, such as a plug-in hard disk, a Smart Media Card (SMC), and a Secure Digital (SD) card provided on the device. , Flash card (Flash card) and so on. Further, the computer-readable storage medium may also include both an internal storage unit of the device and an external storage device. The computer-readable storage medium is used to store the computer program and other programs and data required by the terminal. The computer-readable storage medium may also be used to temporarily store data that has been or will be output.
本领域普通技术人员可以理解实现上述实施例方法中的全部或部分流程,是可以通过计算机程序来指令相关的硬件来完成,所述的程序可存储于一计算机可读取存储介质中,该程序在执行时,可包括如上述各方法的实施例的流程。其中,所述的存储介质可为磁碟、光盘、只读存储记忆体(Read-Only Memory,ROM)或随机存储记忆体(Random Access Memory,RAM)等。A person of ordinary skill in the art can understand that all or part of the processes in the methods of the foregoing embodiments can be implemented by using a computer program to instruct related hardware. The program can be stored in a computer-readable storage medium. The program When executed, the processes of the embodiments of the methods described above may be included. The storage medium may be a magnetic disk, an optical disk, a read-only memory (Read-Only Memory, ROM), or a random access memory (Random, Access Memory, RAM).
以上所揭露的仅为本发明较佳实施例而已,当然不能以此来限定本发明之权利范围,因此依本发明权利要求所作的等同变化,仍属本发明所涵盖的范围。The above disclosure is only the preferred embodiments of the present invention, and of course, the scope of the rights of the present invention cannot be limited by this. Therefore, equivalent changes made according to the claims of the present invention still fall within the scope of the present invention.

Claims (19)

  1. 一种图像处理方法,其特征在于,应用于包含拍摄装置的无人机中,所述方法包括:An image processing method, which is characterized in that the method is applied to a drone including a photographing device, and the method includes:
    获取拍摄对象与无人机之间的位置关系;Obtain the positional relationship between the subject and the drone;
    基于控制规则,控制所述无人机飞行,所述控制规则用于控制所述无人机保持与所述拍摄对象之间的所述位置关系;Controlling the drone flying based on a control rule, the control rule is used to control the drone to maintain the position relationship with the photographic subject;
    通过所述拍摄装置对所述拍摄对象进行拍摄,获得多个图像数据,所述多个图像数据用于以预设帧率生成定格动画。A plurality of image data are obtained by photographing the photographed subject through the photographing device, and the plurality of image data is used to generate a stop motion animation at a preset frame rate.
  2. 根据权利要求1所述的方法,其特征在于,所述获取拍摄对象与无人机之间的位置关系,包括:The method according to claim 1, wherein the acquiring a position relationship between a photographic object and the drone comprises:
    获取用户选择的拍摄画面,并基于视觉传感器获取所述拍摄画面中拍摄对象相对于所述拍摄装置或所述无人机的深度信息;Acquiring a shooting picture selected by a user, and acquiring depth information of a shooting object in the shooting picture relative to the shooting device or the drone based on a visual sensor;
    基于所述深度信息,获取所述无人机与所述拍摄对象之间的位置关系。Based on the depth information, a positional relationship between the drone and the subject is obtained.
  3. 根据权利要求1所述的方法,其特征在于,所述控制规则具体用于:The method according to claim 1, wherein the control rule is specifically configured to:
    在所述无人机处于飞行过程中,控制所述无人机保持与所述拍摄对象之间的所述位置关系;Controlling the drone to maintain the positional relationship with the photographed subject while the drone is in flight;
    或者,在所述无人机处于悬停状态时,控制所述无人机保持与所述拍摄对象之间的所述位置关系。Alternatively, when the drone is in a hovering state, control the drone to maintain the positional relationship with the photographic subject.
  4. 根据权利要求3所述的方法,其特征在于,所述通过所述拍摄装置对所述拍摄对象进行拍摄,获得多个图像数据,包括:The method according to claim 3, wherein the obtaining the plurality of image data by photographing the photographed subject through the photographing device comprises:
    接收用户输入的拍摄指令;Receiving shooting instructions input by the user;
    响应所述拍摄指令,通过所述拍摄装置对所述拍摄对象进行拍摄,获得多个图像数据。In response to the shooting instruction, shooting the subject through the shooting device to obtain a plurality of image data.
  5. 根据权利要求3所述的方法,其特征在于,所述通过所述拍摄装置对所述拍摄对象进行拍摄,获得多个图像数据,包括:The method according to claim 3, wherein the obtaining the plurality of image data by photographing the photographed subject through the photographing device comprises:
    以预设时间间隔,通过所述拍摄装置对所述拍摄对象进行拍摄,获得多个 图像数据。At a preset time interval, the photographing subject is photographed by the photographing device to obtain a plurality of image data.
  6. 根据权利要求3所述的方法,其特征在于,所述基于控制规则,控制所述无人机飞行,包括:The method according to claim 3, wherein the controlling the drone flight based on a control rule comprises:
    接收跟随模式指令;Receiving a follow mode command;
    当所述跟随模式指令为跟随模式时,调整所述无人机的姿势、所述拍摄装置的姿势以及所述拍摄装置所在云台的姿势中的至少一种,以对所述拍摄对象进行跟随。When the following mode instruction is a following mode, adjust at least one of a posture of the drone, a posture of the photographing device, and a posture of a pan / tilt where the photographing device is located to follow the photographed subject. .
  7. 根据权利要求1所述的方法,其特征在于,所述获取拍摄对象与无人机之间的位置关系,包括:The method according to claim 1, wherein the acquiring a position relationship between a photographic object and the drone comprises:
    从数据库中获取拍摄对象与无人机之间的位置关系和拍摄参数,所述数据库中预先存储有拍摄定格动画所需的所述位置关系和所述拍摄参数;Obtaining the positional relationship and shooting parameters between the shooting object and the drone from a database, and the database stores in advance the positional relationship and the shooting parameters required for shooting a stop motion animation;
    所述通过拍摄装置对所述拍摄对象进行拍摄,获得多个图像数据,包括:Obtaining the plurality of image data by photographing the photographic subject through a photographing device includes:
    根据所述拍摄参数对所述拍摄对象进行拍摄,获得多个图像数据。Photographing the photographed subject according to the photographing parameters to obtain a plurality of image data.
  8. 根据权利要求1所述的方法,其特征在于,所述通过拍摄装置对所述拍摄对象进行拍摄,获得多个图像数据,包括:The method according to claim 1, wherein the acquiring a plurality of image data by photographing the photographed subject by using a photographing device comprises:
    以预设幅度调整拍摄每个图像数据的拍摄参数;Adjust the shooting parameters of each image data by preset amplitude;
    通过拍摄装置基于调整的拍摄参数,对所述拍摄对象进行拍摄,获得多个图像数据。Based on the adjusted shooting parameters, the shooting device shoots the shooting object to obtain multiple image data.
  9. 一种图像处理设备,其特征在于,应用于包含拍摄装置的无人机系统中,所述图像处理设备包括存储器、控制器以及拍摄装置;An image processing device, characterized in that the image processing device is applied to a drone system including a photographing device, and the image processing device includes a memory, a controller, and a photographing device;
    所述存储器,用于存储程序指令;The memory is used to store program instructions;
    所述控制器,执行所述存储器存储的程序指令,当程序指令被执行时,所述控制器用于执行如下步骤:The controller executes program instructions stored in the memory. When the program instructions are executed, the controller is configured to perform the following steps:
    获取拍摄对象与无人机之间的位置关系;Obtain the positional relationship between the subject and the drone;
    基于控制规则,控制所述无人机飞行,所述控制规则用于控制所述无人机保持与所述拍摄对象之间的所述位置关系;Controlling the drone flying based on a control rule, the control rule is used to control the drone to maintain the position relationship with the photographic subject;
    通过所述拍摄装置对所述拍摄对象进行拍摄,获得多个图像数据,所述多个图像数据用于以预设帧率生成定格动画。A plurality of image data are obtained by photographing the photographed subject through the photographing device, and the plurality of image data is used to generate a stop motion animation at a preset frame rate.
  10. 根据权利要求9所述的设备,其特征在于,所述控制器获取拍摄对象与无人机之间的位置关系,具体为:The device according to claim 9, wherein the acquiring the positional relationship between the photographic subject and the drone is specifically:
    获取用户选择的拍摄画面,并基于视觉传感器获取拍摄对象相对于所述拍摄装置或所述无人机的深度信息;Acquiring a shooting picture selected by a user, and acquiring depth information of a shooting object with respect to the shooting device or the drone based on a visual sensor;
    基于所述深度信息,获取无人机与所述拍摄对象之间的位置关系。Based on the depth information, a positional relationship between the drone and the subject is obtained.
  11. 根据权利要求9所述的设备,其特征在于,所述控制规则具体用于:The device according to claim 9, wherein the control rule is specifically configured to:
    在所述无人机处于飞行过程中,控制所述无人机保持与所述拍摄对象之间的所述位置关系;Controlling the drone to maintain the positional relationship with the photographed subject while the drone is in flight;
    或者,在所述无人机处于悬停状态时,控制所述无人机保持与所述拍摄对象之间的所述位置关系。Alternatively, when the drone is in a hovering state, control the drone to maintain the positional relationship with the photographic subject.
  12. 根据权利要求11所述的设备,其特征在于,所述控制器通过所述拍摄装置对所述拍摄对象进行拍摄,获得多个图像数据,具体为:The device according to claim 11, wherein the controller obtains a plurality of image data by shooting the photographed subject through the photographing device, specifically:
    接收用户输入的拍摄指令;Receiving shooting instructions input by the user;
    响应所述拍摄指令,通过所述拍摄装置对所述拍摄对象进行拍摄,获得多个图像数据。In response to the shooting instruction, shooting the subject through the shooting device to obtain a plurality of image data.
  13. 根据权利要求11所述的设备,其特征在于,所述控制器通过所述拍摄装置对所述拍摄对象进行拍摄,获得多个图像数据,具体为:The device according to claim 11, wherein the controller obtains a plurality of image data by shooting the photographed subject through the photographing device, specifically:
    以预设时间间隔,通过所述拍摄装置对所述拍摄对象进行拍摄,获得多个图像数据。At a preset time interval, the photographing subject is photographed by the photographing device to obtain a plurality of image data.
  14. 根据权利要求11所述的设备,其特征在于,所述控制器基于控制规则,控制所述无人机飞行,具体为:The device according to claim 11, wherein the controller controls the drone flight based on a control rule, specifically:
    接收跟随模式指令;Receiving a follow mode command;
    当所述跟随模式指令为跟随模式时,调整所述无人机的姿态、所述拍摄装 置的姿态以及所述拍摄装置所在云台的姿态中的至少一种,以对所述拍摄对象进行跟随。When the following mode instruction is a following mode, adjust at least one of a posture of the drone, a posture of the photographing device, and a posture of a pan / tilt where the photographing device is located to follow the photographic subject. .
  15. 根据权利要求9所述的设备,其特征在于,所述控制器获取拍摄对象与无人机之间的位置关系,具体为:The device according to claim 9, wherein the acquiring the positional relationship between the photographic subject and the drone is specifically:
    从数据库中获取拍摄对象与无人机之间的位置关系和拍摄参数,所述数据库中预先存储有拍摄定格动画所需的所述位置关系和所述拍摄参数;Obtaining the positional relationship and shooting parameters between the shooting object and the drone from a database, and the database stores in advance the positional relationship and the shooting parameters required for shooting a stop motion animation;
    所述控制器对所述拍摄对象进行拍摄,获得多个图像数据,具体为:The controller photographs the photographed object to obtain multiple image data, specifically:
    根据所述拍摄参数对所述拍摄对象进行拍摄,获得多个图像数据。Photographing the photographed subject according to the photographing parameters to obtain a plurality of image data.
  16. 根据权利要求9所述的设备,其特征在于,所述控制器通过所述拍摄装置对所述拍摄对象进行拍摄,获得多个图像数据,具体为:The device according to claim 9, wherein the controller obtains a plurality of image data by shooting the photographed object through the photographing device, specifically:
    以预设幅度调整拍摄每个图像数据的所述拍摄参数;Adjusting the shooting parameters for shooting each image data with a preset amplitude;
    通过所述拍摄装置基于调整的拍摄参数,对所述拍摄对象进行拍摄,获得多个图像数据。A plurality of image data are obtained by using the photographing device to photograph the photographic subject based on the adjusted photographing parameters.
  17. 一种无人机,其特征在于,包括所述无人机的机身和拍摄装置;An unmanned aerial vehicle, which is characterized by comprising a body and a shooting device of the unmanned aerial vehicle;
    所述拍摄装置搭载在所述无人机的机身上,或者,设置在云台上,通过所述云台搭载在所述无人机的机身上;The photographing device is mounted on the body of the drone, or is provided on a gimbal, and is mounted on the body of the drone through the gimbal;
    所述无人机还包括控制器和存储器,所述控制器用于调用所述存储器中存储的代码执行如权利要求1至8任一项所述的图像处理方法。The drone further includes a controller and a memory, and the controller is configured to call code stored in the memory to execute the image processing method according to any one of claims 1 to 8.
  18. 一种计算机可读存储介质,其特征在于,所述计算机存储介质存储有计算机程序,所述计算机程序包括程序指令,所述程序指令当被控制器执行时使所述控制器执行如权利要求1至8中任一项所述的图像处理方法。A computer-readable storage medium, characterized in that the computer storage medium stores a computer program, the computer program includes program instructions, and the program instructions, when executed by a controller, cause the controller to execute the method according to claim 1 The image processing method according to any one of to 8.
  19. 一种计算机程序产品,其特征在于,所述计算机程序产品包括存储了计算机程序的非瞬时性计算机可读存储介质,所述计算机程序可操作来使计算机实现权利要求1至8中任一项所述的图像处理方法。A computer program product, characterized in that the computer program product includes a non-transitory computer-readable storage medium storing a computer program, and the computer program is operable to cause a computer to implement any one of claims 1 to 8 The image processing method described above.
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